7.2.2 (2024-11-18)

Catch and expand error message when GDAL cannot encode data using specified image driver (#767)

7.2.1 (2024-11-14)

add official support for floating point values in ColorMap
cast data to uint8 datatype when applying linear colormap

7.2.0 (2024-11-05)

Ensure compatibility between XarrayReader and other Readers by adding **kwargs on class methods (#762)
add STACReader.get_asset_list() method to enable easier customization of the asset listing/validation (#762)

7.1.0 (2024-10-29)

Add preview() and statistics() methods to XarrayReader (#755)
Add output size (max_size | width, height) options for XarrayReader's preview(), part() and feature() methods (#755)
Add half X/Y resolution on bounds before checking the geographic bounds in XarrayReader (#755)
Check if the Y bounds are inverted and flip the image on the Y axis in XarrayReader (#756)
Add support for 2D arrays in XarrayReader (#755)
Cast Xarray attrs values in XarrayReader's info() response to avoid JSON encoding issues (#755)
Refactor XarrayReader's feature() method to use the part method (#755)
Allow op parameter for create_cutline and _convert_to_raster_space functions to better control rasterio's rowcol behaviour (author @Martenz, #759)

7.0.1 (2024-10-22)

Add CRS_to_urn method and update internals for CRS_to_uri (author @AndrewAnnex, #752)

7.0.0 (2024-10-21)

Enable dynamic definition of Asset reader in MultiBaseReader (#711, #728)
Adding default_assets for MultiBaseReader and STACReader (author @mccarthyryanc, #722)
Adding default_bands for MultiBandReader (#722)
Adding support for the STAC Projection extension to derive the bounds, crs, minzoom and maxzoom properties breaking change
Refactor internal function and base classes for the minzoom/maxzoom calculation breaking change
Adding transform, height and width attributes (outside init) for SpatialMixin class
Moved _dst_geom_in_tms_crs from Reader to SpatialMixin class breaking change
Removed use of rasterio's is_tiled method
Enable Alternate asset's HREF for STAC by using RIO_TILER_STAC_ALTERNATE_KEY environment variable
Adding support for GDAL VRT Connection string for STAC Assets
Improve type hint definition
make ImageData.rescale and ImageData.apply_color_formula to return self
add support for .json colormap files

do no lowercase colormap name in ColorMaps.get method breaking change

from rio_tiler.colormap import cmap

# before
assert cmap.get("Viridis")

# now
assert cmap.get("Viridis")
>> InvalidColorMapName: Invalid colormap name: Viridis

removed geographic_crs attribute in SpatialMixin class breaking change
removed geographic_bounds property in SpatialMixin class breaking change

add get_geographic_bounds(crs: CRS) method in SpatialMixin class

from rasterio.crs import CRS
from rio_tiler.io import Reader

# before
with Reader("cog.tif", geographic_crs=CRS.from_epsg(4326)) as src:
    bounds = src.geographic_bounds

# now
with Reader("cog.tif") as src:
    bounds = src.get_geographic_bounds(CRS.from_epsg(4326))

replace geographic bounds with dataset bounds in Reader.info() method's response breaking change

from rio_tiler.io import Reader

# before
with Reader("cog.tif") as src:
    assert src.geographic_bounds == src.info().bounds

# now
with Reader("cog.tif") as src:
    assert src.bounds == src.info().bounds

add crs: str property in Info model
remove minzoom and maxzoom properties in Info model breaking change
update morecantile dependency to allow 6.x version
remove deprecated method and attributes
round xarray dataset's bounds to avoid precision errors when checking for valid geographic bounding box
fix bounds type information

6.8.0 (2024-10-23)

Enable Alternate asset's HREF for STAC by using RIO_TILER_STAC_ALTERNATE_KEY environment variable [Backported from 7.0]
Adding support for GDAL VRT Connection string for STAC Assets [Backported from 7.0]

6.7.0 (2024-09-05)

raise MissingCRS or InvalidGeographicBounds errors when Xarray datasets have wrong geographic metadata
better error message for TileOutsideBounds errors (author @abarciauskas-bgse, #712)
handle of inverted latitude in reader.point (author @georgespill, #716)

6.6.1 (2024-05-17)

fix/support scale/offset indexes selection (author @jddeal, #709)

6.6.0 (2024-05-16)

fix type hint for ImageData.band_names (author @n8sty, #704)
enable per-band scale/offset rescaling (co-author @jddeal, #707)

replace scale and offset by scales and offsets in rio_tiler.models.Info model

# before
with Reader("tests/fixtures/cog_scale.tif") as src:
    info = src.info()
    print(info.scale, info.offset)
>> 0.0001 1000.0

# now
with Reader("tests/fixtures/cog_scale.tif") as src:
    info = src.info()
    print(info.scales, info.offsets)
>> [0.0001, 0.001] [1000.0, 2000.0]

6.5.0 (2024-05-03)

Revert #648 and refactor get_vrt_transform method to better handle over-zooming a dataset

6.4.7 (2024-04-17)

Better handle dataset with inverted origin
make sure datatype is forwarded to the WarpedVRT

6.4.6 (2024-04-09)

Ignore STAC statistics object when they contain invalid type (author @emmanuelmathot, #695)

6.4.5 (2024-04-05)

add python 3.12 official support
change code formatter to ruff-format

6.4.4 (2024-04-02)

better handler NaN nodata values for masking (author @cerolinx, #691)

6.4.3 (2024-03-22)

make sure scale and offset are set in Info even when offset=0. or scale=1.0 (#687)

6.4.2 (2024-03-22)

better account for coverage in statistics (#684)

6.4.1 (2024-02-19)

add CountMethod mosaic method (author @mccarthyryanc, #676)

6.4.0 (2024-01-24)

deprecate resampling_method in rio_tiler.io.xarray.XarrayReader method and add reproject_method (to match the rio_tiler.io.Reader options)

# before
with XarrayReader(data) as dst:
    img = dst.tile(0, 0, 1, resampling_method="cubic")

# now
with XarrayReader(data) as dst:
    img_cubic = dst.tile(0, 0, 1, reproject_method="cubic")

6.3.1 (2024-01-22)

When overriding nodata, do not mix mask and only use the provided nodata value

6.3.0 (2024-01-16)

do not use warpedVRT when overwriting the dataset nodata value
add align_bounds_with_dataset option in rio_tiler.reader.part to align input bounds with the dataset resolution

6.2.10 (2024-01-08)

remove default Endpoint URL in AWS S3 Client for STAC Reader

6.2.9 (2023-12-21)

fix AWS endpoint credential for STAC fetch function, using same defaults as GDAL vsis3 configuration

6.2.8 (2023-12-11)

apply discrete colormap when the provided colormap does not have 256 values

6.2.7 (2023-11-29)

Adjusting dataset latitude for WarpedVRT parameters calculation when EPSG:4326 dataset latitudes overflows EPSG:3857 min/max latitude (#660)

6.2.6 (2023-11-10)

validate shape in ImageData.get_coverage_array to avoid rasterio error when re-projecting the geometry

6.2.5 (2023-11-06)

avoid indexes collision in MultiBaseReader

6.2.4 (2023-10-19)

fix issue with WarpedVRT when doing re-projection (ref: #648)
move benchmark outside pytest suite
add GET/HEAD request tests using tilebench (outside pytest suite) (ref: #649)

6.2.3.post1 (2023-11-16)

validate shape in ImageData.get_coverage_array to avoid rasterio error when re-projecting the geometry [Backported from 6.2.6]
avoid indexes collision in MultiBaseReader [Backported from 6.2.5]

This release was made while we waited on a fix for #654

6.2.3 (2023-10-11)

in STACReader use href if get_absolute_href() returns None

6.2.2 (2023-10-05)

add list of assets in InvalidAssetName message in STACReader

6.2.1 (2023-09-28)

allow GeoJSON Feature in ImageData.get_coverage_array method

6.2.0 (2023-09-27)

allow area-weighted statistics by adding coverage option in rio_tiler.utils.get_array_statistics

# Data Array
# 1, 2
# 3, 4
data = numpy.ma.array((1, 2, 3, 4)).reshape((1, 2, 2))

# Coverage Array
# 0.5, 0
# 1, 0.25
coverage = numpy.array((0.5, 0, 1, 0.25)).reshape((2, 2))

stats = utils.get_array_statistics(data, coverage=coverage)
assert len(stats) == 1
assert stats[0]["min"] == 1
assert stats[0]["max"] == 4
assert stats[0]["mean"] == 1.125  # (1 * 0.5 + 2 * 0.0 + 3 * 1.0 + 4 * 0.25) / 4
assert stats[0]["count"] == 1.75  # (0.5 + 0 + 1 + 0.25) sum of the coverage array

stats = utils.get_array_statistics(data)
assert len(stats) == 1
assert stats[0]["min"] == 1
assert stats[0]["max"] == 4
assert stats[0]["mean"] == 2.5
assert stats[0]["count"] == 4

add rio_tiler.utils.get_coverage_array method to create a coverage % array
add cmocean colormaps

allow uppercase in cmap.get method

from rio_tiler.colormap import cmap

# Before
cm = cmap.get("greys")

# Now
cm = cmap.get("Greys")

6.1.0 (2023-09-15)

add width, height and count properties in MosaicMethodBase
make sure we mosaic ImageData/PointData with same number of bands
resize ImageData.array to the first asset's width/height in mosaic_reader

6.0.3 (2023-09-13)

return a 1x1 image when bbox is smaller than a single pixel (author @JackDunnNZ, #637)

6.0.2 (2023-08-21)

Update data_as_image to return masked values (author @JackDunnNZ, #635)

6.0.1 (2023-07-25)

fix key access for Info and BandStatistics models for extra attributes
update deprecation notice to 7.0

6.0.0 (2023-07-25)

update morecantile requirement to >=5.0,<6.0
delete rio_tiler.models.NodataTypes (replaced with Literal within the Info model)

5.0.3 (2023-07-18)

Filter useless NotGeoreferencedWarning warnings in Reader.feature() and ImageData.from_bytes() methods
Ensure that dataset is still open when reading tags (author @JackDunnNZ, #628)

5.0.2 (2023-07-11)

fix ImageData.apply_color_formula() method

5.0.1 (2023-06-22)

raise InvalidExpression when passing invalid asset or band in an expression

5.0.0 (2023-06-01)

Fix potential issue when getting statistics for non-valid data
add rio-tiler.mosaic.methods.PixelSelectionMethod enums with all defaults methods
Add rio-tiler.utils._validate_shape_input function to check geojson feature inputs
Change cutline handling in the rio-tiler.io.rasterio.Reader.feature method. Feature cutlines are now rasterized into numpy arrays and applied as masks instead of using the cutline vrt_option. These masks are tracked in the rio-tiler.models.ImageData.cutline_mask attribute, which are used in rio-tiler.mosaic.methods.base.MosaicMethodBase to stop mosaic building as soon as all pixels in a feature are populated
Fix missing nodata/alpha/mask forwarding for dataset with internal GCPS
in rio_tiler.io.XarrayReader, add auto_expand options to avoid returning 1D array (incompatible with rio-tiler) (author @abarciauskas-bgse, #608)
handle internal and user provided nodata values in rio_tiler.io.XarrayReader to create mask
add AWS_ACCESS_KEY_ID, AWS_SECRET_ACCESS_KEY, AWS_SESSION_TOKEN, AWS_PROFILE and AWS_REGION environnement overrides for rio_tiler.io.stac.aws_get_object function

breaking changes

remove support for non-binary mask values (e.g non-binary alpha bands, ref: rasterio/rasterio#1721)

switch from PER-DATASET to PER-BAND mask (#580)

# before
with COGReader("cog.tif") as src:
    img = src.preview(width=128, height=128, max_size=None)
    assert img.data.shape == (3, 128, 128)
    assert img.mask.shape == (128, 128)

# now
with COGReader("cog.tif") as src:
    img = src.preview(width=128, height=128, max_size=None)
    assert isinstance(img.array, numpy.ma.MaskedArray)
    assert img.array.data.shape == (3, 128, 128)
    assert img.array.mask.shape == (3, 128, 128))

use numpy masked array in ImageData and PointData to store the data

# before
arr = numpy.zeros((1, 256, 256), dtype="uint16")
img = ImageData(arr)
assert isintance(img.data, numpy.ndarray)  # Attribute

# now
arr = numpy.zeros((1, 256, 256), dtype="uint16")
img = ImageData(arr)
assert isintance(img.array, numpy.ma.MaskedArray)  # Attribute
assert isintance(img.data, numpy.ndarray)  # property
assert isintance(img.mask, numpy.ndarray)  # property

remove ImageData.from_array method (because we now support MaskedArray directly)
rio_tiler.expression.apply_expression input/output type change to numpy.ma.MaskedArray
rio-tiler mosaic methods return numpy.ma.MaskedArray
reader's post_process should be a Callable with numpy.ma.MaskedArray input/output

add reproject_method option in rio_tiler.reader's method to select the resampling method used during reprojection

# before
with Reader("cog.tif") as src:
    im = src.preview(
        dst_crs="epsg:4326",
        resampling_method="bilinear",  # use `bilinear` for both resizing and reprojection
    )

# now
with Reader("cog.tif") as src:
    im = src.preview(
        dst_crs="epsg:4326",
        resampling_method="cubic",  # use `cubic` for resizing
        reproject_method="bilinear",  # use `bilinear` for reprojection
    )

refactored the MosaicMethodBase to use python's dataclass
changed variable names in MosaicMethodBase (tile -> mosaic)
rio_tiler.mosaic.methods.defaults.LastBandHigh renamed LastBandHighMethod
rio_tiler.mosaic.methods.defaults.LastBandLow renamed LastBandLowMethod
move aws_get_object from rio_tiler.utils to rio_tiler.io.stac
make boto3 an optional dependency (python -m pip install rio-tiler["s3"])
update morecantile dependency to >=4.0
add metadata in ImageData/PointData from rasterio dataset tags

forward statistics from the raster STAC extension to the ImageData object

with STACReader(STAC_RASTER_PATH) as stac:
    info = stac._get_asset_info("green")
    assert info["dataset_statistics"] == [(6883, 62785)]
    assert info["metadata"]
    assert "raster:bands" in info["metadata"]

    img = stac.preview(assets=("green", "red"))
    assert img.dataset_statistics == [(6883, 62785), (6101, 65035)]
    assert img.metadata["green"]  # extra_fields from the STAC assets (e.g `"raster:bands"`)
    assert img.metadata["red"]

add Deprecation warning for ImageData.from_array, ImageData.as_masked, PointData.as_masked methods

4.1.13 (2023-06-22)

raise InvalidExpression when passing invalid asset or band in an expression (Backported from 5.0.1)

4.1.12 (2023-06-16)

fix issue with rio_tiler.utils.get_array_statistics when passing data with no valid value

4.1.11 (2023-05-18)

in rio_tiler.io.XarrayReader, add auto_expand options to avoid returning 1D array (incompatible with rio-tiler) (author @abarciauskas-bgse, #608)

4.1.10 (2023-03-24)

enable boundless geometry for cutline (author @yellowcap, #586)

4.1.9 (2023-02-28)

Automatically expand 2D numpy array to 3D when creating ImageData

4.1.8 (2023-02-15)

Fix dtype issue when working with Mosaics Methods. Mask should always been of type Uint8.
Fix ImageData.from_array method when working with Masked array

4.1.7 (2023-02-07)

add from_array and from_bytes ImageData creation methods
add statistics method to ImageData

4.1.6 (2023-01-18)

add apply_colormap method to the ImageData class
fix potential datatype overflow when calculating the intersection of mask and alpha band when using Colormap

4.1.5 (2022-12-20)

Fix inverted col/row check when doing window read of a non WarpedVRT dataset

4.1.4 (2022-12-16)

add rio_tiler.mosaic.mosaic_point_reader function to create Point value from multiple observation

def reader(asset: str, *args, **kwargs) -> PointData:
    with Reader(asset) as src:
        return src.point(*args, **kwargs)

pt: PointData = mosaic_point_reader(["cog.tif", "cog2.tif"], reader, 0, 0)

4.1.3 (2022-12-15)

fix invalid definition of PointData.mask when mask is not provided. Makes sure it's a one element array.

4.1.2 (2022-12-15)

raise InvalidPointDataError error when trying to create PointData from an empty list in PointData.create_from_list

4.1.1 (2022-12-12)

fix invalid coordinates slicing for XArrayReader.point() method (author @benjaminleighton, #559)

4.1.0 (2022-11-24)

add asset_as_band option in MultiBaseReader tile, part, preview, feature and point methods

with STACReader(STAC_PATH) as stac:
    img = stac.tile(71, 102, 8, assets="green")
    assert img.band_names == ["green_b1"]

with STACReader(STAC_PATH) as stac:
    img = stac.tile(71, 102, 8, assets="green", asset_as_band=True)
    assert img.band_names == ["green"]

# For expression, without `asset_as_band` tag, users have to pass `_b{n}` suffix to indicate the band index
with STACReader(STAC_PATH) as stac:
    img = stac.tile(71, 102, 8, expression="green_b1/red_b1")
    assert img.band_names == ["green_b1/red_b1"]

with STACReader(STAC_PATH) as stac:
    img = stac.tile(71, 102, 8, expression="green/red", asset_as_band=True)
    assert img.band_names == ["green/red"]

4.0.0 (2022-11-21)

remove deprecated code
- asset_expression in MultiBaseReader
- GCPCOGReader

4.0.0a2 (2022-11-15)

use of file:header_size extension in STACReader to set GDAL_INGESTED_BYTES_AT_OPEN environment variable

breaking changes

renamed MultiBaseReader._get_asset_url to MultiBaseReader._get_asset_info and change the output to return a dictionary in form of {"url": ..., "env": ...}

4.0.0a1 (2022-11-10)

assign ColorInterp.alpha to rendered image when we add the mask band
add .clip(bbox: BBox) and .resize(height: int, width: int) methods to ImageData object
add python 3.11 support
replace rio-color by color-operations module

4.0.0a0 (2022-10-20)

add python 3.10 support
add apply_expression method in rio_tiler.models.ImageData class
update rio-tiler.reader.read/part to avoid using WarpedVRT when no reprojection or nodata override is needed

add rio_tiler.io.rasterio.ImageReader to work either with Non-geo or Geo images in a Non-geo manner (a.k.a: in the pixel coordinates system)

with ImageReader("image.jpg") as src:
    im = src.part((0, 100, 100, 0))

with ImageReader("image.jpg") as src:
    im = src.tile(0, 0, src.maxzoom)
    print(im.bounds)

>>> BoundingBox(left=0.0, bottom=256.0, right=256.0, top=0.0)

add rio_tiler.io.xarray.XarrayReader to work with xarray.DataArray

import xarray
from rio_tiler.io import XarrayReader

with xarray.open_dataset(
    "https://ncsa.osn.xsede.org/Pangeo/pangeo-forge/noaa-coastwatch-geopolar-sst-feedstock/noaa-coastwatch-geopolar-sst.zarr",
    engine="zarr",
    decode_coords="all"
) as src:
    ds = src["analysed_sst"][:1]
    ds.rio.write_crs("epsg:4326", inplace=True)

    with XarrayReader(ds) as dst:
        img = dst.tile(1, 1, 2)

note: xarray and rioxarray optional dependencies are needed for the reader

breaking changes

remove python 3.7 support
update rasterio requirement to >=1.3 to allow python 3.10 support
rename rio_tiler.io.cogeo to rio_tiler.io.rasterio

rename COGReader to Reader. We added rio_tiler.io.COGReader alias to rio_tiler.io.Reader backwards compatibility

# before
from rio_tiler.io import COGReader
from rio_tiler.io.cogeo import COGReader

# now
from rio_tiler.io import Reader
from rio_tiler.io.rasterio import Reader

rio_tiler.readers.read(), rio_tiler.readers.part(), rio_tiler.readers.preview() now return a ImageData object
remove minzoom and maxzoom attribute in rio_tiler.io.SpatialMixin base class
remove minzoom and maxzoom attribute in rio_tiler.io.Reader (now defined as properties)

use b prefix for band names in rio_tiler.models.ImageData class (and in rio-tiler's readers)

# before
with COGReader("cog.tif") as cog:
    img = cog.read()
    print(cog.band_names)
    >>> ["1", "2", "3"]

    print(cog.info().band_metadata)
    >>> [("1", {}), ("2", {}), ("3", {})]

    print(cog.info().band_descriptions)
    >>> [("1", ""), ("2", ""), ("3", "")]

    print(list(cog.statistics()))
    >>> ["1", "2", "3"]

# now
with Reader("cog.tif") as cog:
    img = cog.read()
    print(img.band_names)
    >>> ["b1", "b2", "b3"]

    print(cog.info().band_metadata)
    >>> [("b1", {}), ("b2", {}), ("b3", {})]

    print(cog.info().band_descriptions)
    >>> [("b1", ""), ("b2", ""), ("b3", "")]

    print(list(cog.statistics()))
    >>> ["b1", "b2", "b3"]

with STACReader("stac.json") as stac:
    print(stac.tile(701, 102, 8, assets=("green", "red")).band_names)
    >>> ["green_b1", "red_b1"]

depreciate asset_expression in MultiBaseReader. Use of expression is now possible

expression for MultiBaseReader must be in form of {asset}_b{index}

# before
with STACReader("stac.json") as stac:
    stac.tile(701, 102, 8, expression="green/red")

# now
with STACReader("stac.json") as stac:
    stac.tile(701, 102, 8, expression="green_b1/red_b1")

rio_tiler.reader.point() (and all Reader's point methods) now return a rio_tiler.models.PointData object

# before
with rasterio.open("cog.tif") as src::
    v = rio_tiler.reader.point(10.20, -42.0)
    print(v)
    >>> [0, 0, 0]

with COGReader("cog.tif") as cog:
    print(cog.point(10.20, -42.0))
    >>> [0, 0, 0]

# now
with rasterio.open("cog.tif") as src::
    v = rio_tiler.reader.point(src, (10.20, -42))
    print(v)
    >>> PointData(
        data=array([3744], dtype=uint16),
        mask=array([255], dtype=uint8),
        band_names=['b1'],
        coordinates=(10.20, -42),
        crs=CRS.from_epsg(4326),
        assets=['cog.tif'],
        metadata={}
    )

with Reader("cog.tif") as cog:
    print(cog.point(10.20, -42.0))
    >>> PointData(
        data=array([3744], dtype=uint16),
        mask=array([255], dtype=uint8),
        band_names=['b1'],
        coordinates=(10.20, -42),
        crs=CRS.from_epsg(4326),
        assets=['cog.tif'],
        metadata={}
    )

deleted rio_tiler.reader.preview function and updated rio_tiler.reader.read to allow width/height/max_size options
reordered keyword options in all rio_tiler.reader function for consistency
removed AlphaBandWarning warning when automatically excluding alpha band from data

remove nodata, unscale, resampling_method, vrt_options and post_process options to Reader init method and replaced with options

# before
with COGReader("cog.tif", nodata=1, resampling_method="bilinear") as cog:
    data = cog.preview()

# now
with Reader(COGEO, options={"nodata": 1, "resampling_method": "bilinear"}) as cog:
    data = cog.preview()

3.1.6 (2022-07-22)

Hide NotGeoreferencedWarning warnings in utils.render and utils.resize_array
update MultiBaseReader and MultiBandReader points method to prepare for numpy changes.

3.1.5 (2022-07-06)

Deprecate rio_tiler.io.GCPCOGReader and allow GPCS dataset to be opened by rio_tiler.io.COGReader

# before
with GCPCOGReader("my.tif") as cog:
    ...

# now, COGReader will find the gcps and create an internal WarpedVRT using the gpcs and crs
with COGReader("my.tif") as cog:
    ...

add ImageData.rescale to rescale the array in place
add ImageData.apply_color_formula to apply color formula in place

3.1.4 (2022-04-14)

Fix cutline creation for MultiPolygon (author @Fernigithub, #493)

3.1.3 (2022-04-08)

Switch to pyproject.toml and flit for packaging (#490)
Catch discrete colormap with negative values (#492)

3.1.2 (2022-03-25)

avoid calculating statistics for non-finite values (#489)

3.1.1 (2022-03-17)

forward band names to ImageData output in mosaic_reader (#486)

3.1.0 (2022-02-21)

add support for setting the S3 endpoint url scheme via the AWS_HTTPS environment variables in aws_get_object function using boto3 (#476)
Add semicolon ; support for multi-blocks expression (#479)
add rio_tiler.expression.get_expression_blocks method to split expression (#479)
add merged_statistics method for MultiBaseReader to get statistics using between assets expression (#478)

future deprecation

using a comma , in an expression to define multiple blocks will be replaced by semicolon ;

# before
expression = "b1+b2,b2"

# new
expression = "b1+b2;b2"

breaking changes

update morecantile requirement to >=3.1,<4.0. WebMercatorQuad TMS is now aligned with GDAL and Mercantile TMS definition.

3.0.3 (2022-01-18)

make sure we raise an HTTP exception when using an invalid STAC url (#475)

3.0.2 (2022-01-03)

switch from functools.lru_cache to cachetools.LRUCache to allow unashable options in rio_tiler.io.stac.fetch function (#471)

3.0.1 (2021-12-03)

avoid useless call to transform_bounds if input/output CRS are equals (#466)
make sure geographic_bounds don't return inf or nan values (#467)

3.0.0 (2021-11-29)

no change since 3.0.0a6

3.0.0a6 (2021-11-22)

add rio_tiler.utils.resize_array to resize array to a given width/height (#463)
use resize_array in ImageData.create_from_list to avoid trying merging array of different sizes (#463)

breaking changes

update MultiBaseReader and MultiBandReader to be their own abstract classes instead of being subclass of BaseReader.
put reader attribute outside of the __init__ method for MultiBaseReader and MultiBandReader.

3.0.0a5 (2021-11-18)

allow the definition of geographic_crs used in the geographic_bounds property (#458)
use contextlib.ExitStack to better manager opening/closing rasterio dataset (#459)
moves BBox, ColorTuple, Indexes, NoData, NumType type definitions in rio_tiler.types (#460)
better types definition for ColorMap objects (#460)
fix some types issues (#460)

3.0.0a4 (2021-11-10)

refactor SpatialMixin.tile_exists to compare the bounds in the dataset's coordinate system to avoid coordinates overflow (a TMS CRS bounds can be smaller than the dataset CRS bounds) (#455)

3.0.0a3 (2021-11-03)

Reader's info and statistics methods to default to available bands or assets if not provided (#451)

3.0.0a2 (2021-10-21)

Allow rio_tiler.utils.get_array_statistics to return 0 for unfound category, instead of raising an error (#443)

3.0.0a1 (2021-10-20)

breaking changes

add input in BaseReader class definition to avoid type mismatch (#450)

Note: input replaces filepath attribute in STACReader and COGReader.

removed

- rio_tiler.models.ImageStatistics model

3.0.0a0 (2021-10-19)

add crs property in rio_tiler.io.base.SpatialMixin (#429)
add geographic_bounds in rio_tiler.io.base.SpatialMixin to return bounds in WGS84 (#429)

from rio_tiler.io import COGReader

with COGReader("https://rio-tiler-dev.s3.amazonaws.com/data/fixtures/cog.tif") as cog:
    print(cog.bounds)
    >> (373185.0, 8019284.949381611, 639014.9492102272, 8286015.0)

    print(cog.crs)
    >> "EPSG:32621"

    print(cog.geographic_bounds)
    >> (-61.28762442711404, 72.22979795551834, -52.301598718454485, 74.66298001264106)

Allow errors to be ignored when trying to find zooms for dataset in rio_tiler.io.COGReader. If we're not able to find the zooms in selected TMS, COGReader will defaults to the min/max zooms of the TMS (#429)

from pyproj import CRS
from morecantile import TileMatrixSet

from rio_tiler.io import COGReader

# For a non-earth dataset there is no available transformation from its own CRS and the default WebMercator TMS CRS.
with COGReader("https://rio-tiler-dev.s3.amazonaws.com/data/fixtures/cog_nonearth.tif") as cog:
    >> UserWarning: Cannot determine min/max zoom based on dataset information, will default to TMS min/max zoom.

    print(cog.minzoom)
    >> 0

    print(cog.maxzoom)
    >> 24

# if we use a `compatible TMS` then we don't get warnings
europa_crs = CRS.from_authority("ESRI", 104915)
europa_tms = TileMatrixSet.custom(
    crs=europa_crs,
    extent=europa_crs.area_of_use.bounds,
    matrix_scale=[2, 1],
)
with COGReader(
    "https://rio-tiler-dev.s3.amazonaws.com/data/fixtures/cog_nonearth.tif",
    tms=europa_tms,
) as cog:
    print(cog.minzoom)
    >> 4

    print(cog.maxzoom)
    >> 6

compare dataset bounds and tile bounds in TMS crs in rio_tiler.io.base.SpatialMixin.tile_exists method to allow dataset and TMS not compatible with WGS84 crs (#429)
use httpx package instead of requests (author @rodrigoalmeida94, #431)
allow half pixel tile_buffer around the tile (e.g 0.5 -> 257x257, 1.5 -> 259x259) (author @bstadlbauer, #405)
add support for intervals colormap (#439))

from rio_tiler.colormap import apply_cmap, apply_intervals_cmap

data = numpy.random.randint(0, 255, size=(1, 256, 256))
cmap = [
    # ([min, max], [r, g, b, a])
    ([0, 1], [0, 0, 0, 0]),
    ([1, 10], [255, 255, 255, 255]),
    ([10, 100], [255, 0, 0, 255]),
    ([100, 256], [255, 255, 0, 255]),
]

data, mask = apply_intervals_cmap(data, cmap)
# or
data, mask = apply_cmap(data, cmap)

breaking changes

update morecantile requirement to version >=3.0 (#418)
remove python 3.6 support (#418)
remove max_size defaults for COGReader.part and COGReader.feature, which will now default to full resolution reading.

# before
with COGReader("my.tif") as cog:
    img = cog.part(*cog.dataset.bounds, dst_crs=cog.dataset.crs, bounds_crs=cog.dataset.crs)
    # by default image should be max 1024x1024
    assert max(img.width, 1024) # by default image should be max 1024x1024
    assert max(img.height, 1024)

# now (there is no more max_size default)
with COGReader("my.tif") as cog:
    img = cog.part(*cog.dataset.bounds, dst_crs=cog.dataset.crs, bounds_crs=cog.dataset.crs)
    assert img.width == cog.dataset.width
    assert img.height == cog.dataset.height

add .statistics method in base classes (#427)
remove rio_tiler.io.base.SpatialMixin.spatial_info and rio_tiler.io.base.SpatialMixin.center properties (#429)
Reader's .bounds property should now be in dataset's CRS, not in WGS84 (#429)

# before
with COGReader("my.tif") as cog:
    print(cog.bounds)
    >>> (-61.287001876638215, 15.537756794450583, -61.27877967704677, 15.542486503997608)

# now
with COGReader("my.tif") as cog:
    print(cog.bounds)
    >>> (683715.3266400001, 1718548.5702, 684593.2680000002, 1719064.90736)

    print(cog.crs)
    >>> EPSG:32620

    print(cog.geographic_bounds)
    >>> (-61.287001876638215, 15.537756794450583, -61.27877967704677, 15.542486503997608)

Use RIO_TILER_MAX_THREADS environment variable instead of MAX_THREADS (author @rodrigoalmeida94, #432)
remove band_expression in rio_tiler.io.base.MultiBandReader (https://github.com/cogeotiff/rio-tiler/pull/433)
change asset_expression input type from str to Dict[str, str] in rio_tiler.io.base.MultiBaseReader (#434)

# before
with STACReader("mystac.json") as stac:
    img = stac.preview(
        assets=("data1", "data2"),
        asset_expression="b1*2",  # expression was applied to each asset
    )

# now
with STACReader("mystac.json") as stac:
    img = stac.preview(
        assets=("data1", "data2"),
        asset_expression={"data1": "b1*2", "data2": "b2*100"},  # we can now pass per asset expression
    )

add asset_indexes in rio_tiler.io.base.MultiBaseReader, which replaces indexes. (#434)

# before
with STACReader("mystac.json") as stac:
    img = stac.preview(
        assets=("data1", "data2"),
        indexes=(1,),  # indexes was applied to each asset
    )

# now
with STACReader("mystac.json") as stac:
    img = stac.preview(
        assets=("data1", "data2"),
        asset_indexes={"data1": 1, "data2": 2},  # we can now pass per asset indexes
    )

removed

rio_tiler.io.BaseReader.metadata and rio_tiler.io.BaseReader.stats base class methods (#425)
rio_tiler.reader.stats function (#440)
rio_tiler.reader.metadata function (#440)
rio_tiler.utils._stats function (#440)

2.1.3 (2021-09-14)

Make sure output data is of type Uint8 when applying a colormap (#423)
Do not auto-rescale data if there is a colormap (#423)

2.1.2 (2021-08-10)

update type information for mosaics functions (#409)

2.1.1 (2021-07-29)

add support for setting the S3 endpoint url via the AWS_S3_ENDPOINT environment variables in aws_get_object function using boto3 (#394)
make ImageStatistics.valid_percent a value between 0 and 100 (instead of 0 and 1) (author @param-thakker, #400)
add fetch_options to STACReader to allow custom configuration to the fetch client (#404)
```
with STACReader("s3://...", fetch_options={"request_pays": True}):
    pass
```
Fix alpha band values when storing Uint16 data in PNG. (#407)

2.1.0 (2021-05-17)

add auto-rescaling in ImageData.render method to avoid error when datatype is not supported by the output driver (#391)

# before - exit with error
with open("img.png", "wb") as f:
    f.write(ImageData(numpy.zeros((3, 256, 256), dtype="float32")).render())
>>> (ERROR) CPLE_NotSupportedError: "PNG driver doesn't support data type Float32. Only eight bit (Byte) and sixteen bit (UInt16) bands supported".

# now - print a warning
with open("img.png", "wb") as f:
    f.write(ImageData(numpy.zeros((3, 256, 256), dtype="float32")).render())
>>> (WARNING) InvalidDatatypeWarning: "Invalid type: `float32` for the `PNG` driver. Data will be rescaled using min/max type bounds".

breaking changes

change type of in_range option in ImageData.render to Sequence[Tuple[NumType, NumType]] (#391)

img = ImageData(numpy.zeros((3, 256, 256), dtype="uint16"))

# before - Tuple[NumType, NumType]
buff = img.render(in_range=(0, 1000, 0, 1000, 0, 1000))

# now - Sequence[Tuple[NumType, NumType]]
buff = img.render(in_range=((0, 1000), (0, 1000), (0, 1000)))

2.0.8 (2021-04-26)

add warning when dataset doesn't have overviews (#386)
add width, height, count and overviews infos in COGReader.info() (#387)
add driver in COGReader.info() output (#388)
add valid_percent in stats output (#389)

2.0.7 (2021-04-01)

use importlib.resources .files method to resolve the package directory (#379)

2.0.6 (2021-03-25)

add read() method in COGReader (#366)
add tile_buffer option to COGReader.tile() method to add pixels around a tile request (#365)
use importlib.resources.path to find rio-tiler cmap_data directory (#370)
re-use type definitions (#337)

2.0.5 (2021-03-17)

make sure py.typed is included in the package (#363)
add jpg alias in img_profiles (#364)

from rio_tiler.profiles import img_profiles

jpeg = img_profiles.get("jpeg")
jpg = img_profiles.get("jpg")
assert jpeg == jpg

2.0.4 (2021-03-09)

Added pystac.MediaType.COG in supported types by STAC reader
fix bad type definition in rio_tiler.colormap.ColorMaps data (#359)
add rio_tiler.colormap.parse_color function to parse HEX color (#361)

2.0.3 (2021-02-19)

Reduce the number of .read() calls for dataset without nodata value (#355)
replace deprecated numpy.float by numpy.float64

2.0.2 (2021-02-17)

fix bad mask datatype returned by mosaic methods (#353)
align WarpedVRT with internal blocks when needed. This is to reduce the number of GET requests need for VSI files (#345)

2.0.1 (2021-02-04)

fix arguments names conflicts between mosaic_reader/tasks and STACReader options (#343)
update rio-tiler pypi description.

2.0.0 (2021-01-27)

add MultiPolygon support in rio_tiler.utils.create_cutline (#323)
support discrete colormap by default in apply_cmap (#321)
delete deprecated rio_tiler.mercator submodule
added default factory in rio_tiler.colormap.ColorMaps.
fix missing metadata forwarding in ImageData.post_process method.
refactor rio_tiler.io.GCPCOGReader for better inheritance from COGReader.

breaking change

renamed input parameter tile to data in rio_tiler.utils.render.
renamed input parameter arr to data in rio_tiler.utils.mapzen_elevation_rgb
made rio_tiler.io.stac.to_pystac_item private (renamed to _to_pystac_item)
renamed rio_tiler.colormap.DEFAULTS_CMAPS to rio_tiler.colormap.DEFAULT_CMAPS_FILES
made rio_tiler.reader._read public (renamed to rio_tiler.reader.read) (ref: #332)

2.0.0rc4 (2020-12-18)

add NPZ output format (#308)
add pystac for STAC item reader (author @emmanuelmathot, #212)
delete deprecated function: rio_tiler.reader.tile, rio_tiler.utils.tile_exits and rio_tiler.utils.geotiff_options
deprecated rio_tiler.mercator submodule (#315)
update morecantile version to 2.1, which has better tms.zoom_for_res definition.

2.0.0rc3 (2020-11-24)

add feature method to reader classes (#306)

2.0.0rc2 (2020-11-17)

add data validation in rio_tiler.models.ImageData model. Data MUST be a 3 dimensions array in form of (count, height, width).
mask is now optional for rio_tiler.models.ImageData model, but will be initialized to a default full valid (255) array.

import numpy
from rio_tiler.models import ImageData

data = numpy.random.rand(3, 10, 10)

img = ImageData(data)
assert img.mask.all()

add metadata property to rio_tiler.models.ImageData model

img.metadata
>>> {}

breaking change

rio_tiler.mosaic.reader.mosaic_reader now raises EmptyMosaicError instead of returning an empty ImageData

2.0.0rc1.post1 (2020-11-12)

Remove Uint8 data casting before applying color_formula in ImageData.render (#302)

2.0.0rc1 (2020-11-09)

added ImageData output class for all rio_tiler.io classes returning numpy array-like types (tile, mask = method())

from rio_tiler.io import COGReader
from rio_tiler.models import ImageData

with COGReader("/Users/vincentsarago/S-2_20200422_COG.tif") as cog:
    r = cog.preview()
    assert isinstance(r, ImageData)

    data, mask = r
    assert data.shape == (3, 892, 1024)

Note: the class keeps the compatibility with previous notation: tile, mask = ImageData

add pydantic models for IO outputs (Metadata, Info, ...)
change output form for band_metadata, band_descriptions and do not add band description when not found.

# Before
with COGReader("/Users/vincentsarago/S-2_20200422_COG.tif") as cog:
    i = cog.info()
    print(i["band_metadata"])
    print(i["band_descriptions"])

[(1, {}), (2, {}), (2, {})]
[(1, 'band1'), (2, 'band2'), (2, 'band3')]

# Now
with COGReader("/Users/vincentsarago/S-2_20200422_COG.tif") as cog:
    i = cog.info()
    print(i.band_metadata)
    print(i.band_descriptions)

[('1', {}), ('2', {}), ('3', {})]
[('1', ''), ('2', ''), ('3', '')]

change output form for stats

# Before
with COGReader("/Users/vincentsarago/S-2_20200422_COG.tif") as cog:
    print(cog.stats())
{
    1: {...},
    2: {...},
    3: {...}
}

# Now
with COGReader("/Users/vincentsarago/S-2_20200422_COG.tif") as cog:
    print(cog.stats())
{
    "1": {...},
    "2": {...},
    "3": {...}
}

updated rio_tiler.utils._stats function to replace pc by percentiles

with COGReader("/Users/vincentsarago/S-2_20200422_COG.tif") as cog:
    print(cog.stats()["1"].json())
{"percentiles": [19.0, 168.0], "min": 0.0, "max": 255.0, ...}

make rio_tiler.colormap.ColorMap object immutable. Registering a new colormap will new returns a now instance of ColorMap(#289).
changed the rio_tiler.colormap.ColorMap.register() method to take a dictionary as input (instead of name + dict).

from rio_tiler.colormap import cmap # default cmap

# previous
cmap.register("acmap", {0: [0, 0, 0, 0], ...})

# Now
cmap = cmap.register({"acmap": {0: [0, 0, 0, 0], ...}})

added the possibility to automatically register colormaps stored as .npy file in a directory, if COLORMAP_DIRECTORY environment variable is set with the name of the directory.
Update to morecantile 2.0.0

2.0.0b19 (2020-10-26)

surface allowed_exceptions options in rio_tiler.mosaic.reader.mosaic_reader (#293)
add SpatialInfoMixin base class to reduce code duplication (co-author with @geospatial-jeff, #295)
add AsyncBaseReader to support async readers (author @geospatial-jeff, #265)

2.0.0b18 (2020-10-22)

surface dataset.nodata in COGReader.nodata property (#292)
fix non-threaded tasks scheduler/filter (#291)

2.0.0b17 (2020-10-13)

switch to morecantile for TMS definition (ref: #283)
add tms options in Readers (breaking change if you create custom Reader from BaseReader)
add tile_bounds vs bounds check in tile methods for MultiBands and MultiBase classes
add tile_exists method in BaseReader (take tms in account)
adapt zooms calculation in COGReader
add LastBandHigh and LastBandLow pixel selection (ref: #270)

Deprecated function

rio_tiler.reader.tile
rio_tiler.utils.geotiff_options
rio_tiler.utils.tile_exists
rio_tiler.io.multi_*

2.0.0b16 (2020-10-07)

remove pkg_resources (pypa/setuptools#510)
refactor default colormap lookup to use pathlib instead of pkg_resources.

Note: We changed the versioning scheme to {major}.{minor}.{path}{pre}{prenum}

2.0b15 (2020-10-05)

Fix missing Exception catching when running task outside threads (ref: developmentseed/titiler#130).
add rio-tiler logger (#277).

2.0b14.post2 (2020-10-02)

Fix bug in MultiBandReader (ref: #275) and add tests.

2.0b14.post1 (2020-10-02)

add MultiBandReader and GCPCOGReader in rio_tiler.io init.

2.0b14 (2020-10-02)

Added back the Conctext Manager methods in rio_tiler.io.base.BaseReader but not as @abc.abstractmethod (ref: #273 (comment))
Move rio_tiler_pds.reader.MultiBandReader and rio_tiler_pds.reader.GCPCOGReader to rio-tiler (#273)

2.0b13 (2020-10-01)

remove ContextManager requirement for rio_tiler.io.base.BaseReader and rio_tiler.io.base.MultiBaseReader base classes.
move ContextManager properties definition to __attrs_post_init__ method in rio_tiler.io.STACReader and rio_tiler.io.COGReader (ref: cogeotiff/rio-tiler-pds#21)

2.0b12 (2020-09-28)

Make sure Alpha band isn't considered as an internal mask by utils.has_mask_band

2.0b11 (2020-09-24)

reduce verbosity in rio_tiler.tasks.filter_tasks exception logging (#266).

2.0b10 (2020-09-15)

add post_process callback to rio_tiler.render._read and rio_tiler.render.point to apply specific operation ouput arrays.

2.0b9 (2020-09-09)

restore Mkdocs search bar (#255)
Allow class (not just instance) to be passed to pixel_selection (#250)
Add Binder link/badge to README (#254)
Add mkdocs-jupyter to show notebooks in website (#253)
Remove deprecated functions (#247)
Export modules from top-level package (#246)
Allow overwriting colormap with force=True (#249)
Pin black version (#251)
Add contributing.md (#242)
Add mkdocs config (#240)
Add NPY support in rio_tiler.utils.render to save tile in numpy binary format (#256)
Remove bare Exception and add more detailed errors (#248)

2.0b8 (2020-08-24)

raise specific PointOutsideBounds in rio_tiler.reader.point (#236)

2.0b7 (2020-08-21)

allow setting default kwargs in COGReader init (#227)
allow vrt_options in COGReader.point
add rio_tiler.io.base.MultiBaseReader class (#225)
refactor rio_tiler.io.stac.STACReader to use MultiBaseReader (#225)
add rio_tiler.task submodule to share tools for handling rio-tiler's future tasks.
fix regex parsing for rio-tiler expression
add warnings when assets/indexes is passed with expression option (#233)

Breaking Changes:

replace dataclass wiht attr to support more flexible class definition (see #225)

2.0b6 (2020-08-04)

add utils.create_cutline helper (#218)
remove any mutable default argument

depreciation

warp_vrt_option is replaced by vrt_options in rio_tiler.reader.part (#221)

2.0b5 (2020-07-31)

add more verbosity to mosaic error (#214)

Breaking Changes:

rio_tiler.mosaic.reader.mosaic_reader return ((tile, mask), assets_used)
COGReader.info is now a method instead of a property to align with other reader (#211)

2.0b4 (2020-07-30)

add rio_tiler.io.base.BaseReader abstract class for COGReader and STACReader to inherit from
STACReader raises InvalidAssetName for invalid asset name or MissingAssets when no assets is passed (#208)
update rio_tiler.mosaic.reader.mosaic_reader to not use threadPool if threads <= 1 (#207)

Breaking Changes:

Reader.spatial_info is a property (#203)
assets is a keyword argument in STACReader stats/info/metadata

2.0b3 (2020-07-27)

add rio_tiler.mosaic submodule (ref: cogeotiff/rio-tiler-mosaic#16)

2.0b2 (2020-07-23)

add boto3 in the dependency (#201)

2.0b1 (2020-07-22)

switch to ContextManager for COG and STAC (rio_cogeo.io.COGReader, rio_cogeo.io.STACReader).
COGReader.part and STACReader.part return data in BBOX CRS by default.
STACReader now accept URL (https, s3).
add more method for STAC (prewiew/point/part/info/stats).
add expression for COG/STAC preview/point/part.
add masked option in rio_tiler.reader.point to control weither or not it should return None or a value.
remove mission specific tilers (#195).
remove rio_tiler.reader.multi_* functions (replaced by rio_tiler.io.cogeo.multi_*).
remove rio_tiler.utils.expression (replaced by expression options in tilers).

2.0a11 (2020-05-29)

refactor rio_tiler.utils.tile_exists to allow raster bounds latitude == -90,90

2.0a10 (2020-05-29)

Change default resampling to nearest for _read (#187)
add rio_tiler.reader.stats (return only array statistics)
remove default dst_crs in rio_tiler.reader.part to to fallback to dataset CRS.

2.0a9 (2020-05-27)

Refactor colormap and add method to register custom colormap

2.0a8 (2020-05-25)

add preview method to rio_tiler.io.cogeo

2.0a7 (2020-05-17)

allow reading high resolution part of a raster (by making height, width args optional)
add max_size option in rio_tiler.reader.part to set a maximum output size when height and width are not set
add point and area function in rio_tiler.io.cogeo
fix width-height height-widht bug in rio_tiler.reader.part

depreciation

deprecated out_window option in favor of window in rio_tiler.reader._read

2.0a6 (2020-05-06)

fix unwanted breacking change with img_profiles.get not allowing default values

2.0a5 (2020-05-06)

make rio_tiler.io.landsat8.tile return Uint16 data and not float32 (#173)
rio_tiler.profiles.img_profiles item access return copy of the items (#177)
better colormap docs (#176, author @kylebarron)

2.0a4 (2020-04-08)

add rio_tiler.io.cogeo.info to retrieve simple file metadata (no image statistics)
add band metadata tag info in rio_tiler.render.metadata output
add rio_tiler.io.stac STAC compliant rio_tiler.colormap.apply_discrete_cmap

2.0a3 (2020-03-25)

only use transform_bounds when needed in rio_tiler.reader.part

Breaking Changes:

switch back to gdal/rasterio calculate_default_transform (#164). Thanks to Terracotta core developper @dionhaefner.
refactor rio_tiler.utils.get_vrt_transform to get width and height input.

2.0a2 (2020-03-20)

Fall back to gdal/rasterio calculate_default_transform for dateline separation crossing dataset (ref #164)

2.0a1 (2020-03-19)

added reader.preview, reader.point methods
added multi_* functions to rio_tiler.reader to support multiple assets addresses
added rio_tiler.utils.has_mask_band function
added rio_tiler.utils.get_overview_level to calculate the overview level needed for partial reading.
added type hints
added scale, offsets, colormap, datatype and colorinterp in reader.metadata output (#158)
new rio_tiler.colormap submodule
added unscale options to rio_tiler.reader._read function apply internal scale/offset (#157)

Breaking Changes:

removed python 2 support
new package architecture (.io submodule)
introduced new rio_tiler.reader functions (part, preview, metadata...)
renamed rio_tiler.main to rio_tiler.io.cogeo
bucket and prefixes are defined in rio_tiler.io.dataset.{dataset}_parse function from AWS supported Public Dataset
renamed minimum_tile_cover to minimum_overlap
renamed tile_edge_padding to padding
padding is set to 0 by default.
use terracotta calculate_default_transform (see #56 (comment))
colormaps are now have an alpha value
rio_tiler.utils.get_colormap replaced by rio_tiler.colormap.get_colormap
new rio_tiler.colormap.get_colormap supports only GDAL like colormap
replaced rio_tiler.utils.array_to_image by rio_tiler.utils.render
replaced rio_tiler.utils.apply_cmap by rio_tiler.colormap.apply_cmap
replaced rio_tiler.utils._apply_discrete_colormap by rio_tiler.colormap.apply_discrete_cmap
removed histogram_bins and histogram_range in options in metadata reader. Should now be passed in hist_options (e.g: hist_options={bins=10, range=(0, 10)})
remove alpha band value from output data array in tile/preview/metadata #127

1.4.0 (2020-02-19)

Add Sentinel2-L2A support (#137)
Update Sentinel-2 sceneid schema (S2A_tile_20170323_07SNC_0 -> S2A_L1C_20170323_07SNC_0)

1.3.1 (2019-11-06)

Add warp_vrt_option option for utils.raster_get_stats and utils.tile_read to allow more custom VRT Warping. (ref: OSGeo/gdal#1989 (comment))
Add rio_tiler.utils.non_alpha_indexes to find non-alpha band indexes (ref #127)

1.3.0 (2019-10-07)

Allow DatasetReader, DatasetWriter, WarpedVRT input for utils.raster_get_stats and utils.tile_read
add minimum_tile_cover option to filter dataset not covering a certain amount of the tile.
add Sentinel-1 submodule

Breaking Changes:

need rasterio>=1.1

1.2.11 (2019-09-18)

reduce memory footprint of expression tiler
fix wrong calculation for overview size in raster_get_stats (#116)
Add Landsat 8 QA Band (#117).

1.2.10 (2019-07-18)

add more colormap options (from matplotlib) and switch from txt files to numpy binaries (#115)

1.2.9 (2019-07-11)

fix issue #113, adds depreciation warning for bounds_crs in favor of dst_crs in rio_tiler.utils.get_vrt_transform

1.2.8 (2019-07-08)

Add kwargs options in landsat8.tile, sentinel2.tile and cbers.tile functions to allow resampling_method and tile_edge_padding options forwarding to utils._tile_read.
Add Input (bounds_crs) and Output (dst_crs) option to utils._tile_read function (#108)

1.2.7 (2019-05-14)

Revert changes introduced in #106 (see #105)
Refactor tests

1.2.6 (2019-05-10) - DELETED

Use same resampling method for mask and for data (#105)

1.2.5 (2019-05-08)

add tile_edge_padding option to be passed to rio_tiler.utils._tile_read to reduce sharp edges that occur due to resampling (#104)

1.2.4 (2019-04-16)

add histogram_range options to be passed to rio_tiler.{module}.metadata function (#102)

1.2.3 (2019-04-04)

add histogram_bins options to be passed to rio_tiler.{module}.metadata function (#98)

Bug fixes:

return index number with band descriptions (#99)

1.2.2 (2019-04-03)

add mercator min/max zoom info in metadata output from rio_tiler.utils.raster_get_stats (#96)
add band description (band name) in metadata output from rio_tiler.utils.raster_get_stats (#96)

1.2.1 (2019-03-26)

Replace rio-pansharpen dependency with a fork of the brovey function directly into rio_tiler.utils (rio-pansharpen is unmaintened and not compatible with rasterio>=1) (#94).

1.2.0 (2019-03-26)

rio_tiler.utils.array_to_image's color_map arg can be a dictionary of discrete values (#91)

Breaking Changes:

expr argument is now a required option in rio_tiler.utils.expression. (#88)

1.1.4 (2019-03-11)

Add 'rplumbo' colormap (#90 by @DanSchoppe)

1.1.3 (2019-03-06)

Bug fixes:

Fix casting to integer for MAX_THREADS environment variable.

1.1.1 (2019-02-21)

Minor typo correction and harmonization of the use of src/src_dst/src_path in rio_tiler.utils

Bug fixes:

Fix nodata handling in utils.raster_get_stats

1.1.0 (2019-02-15)

Allow options forwarding to tile_read from main.tile function (#86)
Add resampling_method options in rio_tiler.utils.tile_read to allow user set resampling. Default is now bilinear (#85)

Bug fixes:

Fix nodata option forwarding to tile_read when source is a path (#83)

Refactoring:

Refactor rio_tiler.utils.tile_read to reduce code complexity (#84)

Breaking Changes:

indexes options is now set to None in rio_tiler.utils.tile_read. Default will now be the dataset indexes.

1.0.1 (2019-02-14)

Fix mask datatype bug in rio_tiler.utils.array_to_image(#79)
Fix nodata handling and better test for the nodata/mask main module (#81)

1.0.0 (2019-02-11)

add missing Landsat panchromatic band (08) min/max fetch in rio_tiler.landsat8.metadata (#58)
add pre-commit for commit validation (#64)
code formatting using Black (the uncompromising Python code formatter) (#64)
update documentation (Sentinel-2 cost) (#68)
add utils.raster_get_stats and utils._get_stats to replace min_max* function and to return more statistics (#66)
add overview level selection to statistical functions to reduce the data download (#59)
add pure GDAL array_to_image function to replace PIL tools (#29)
add GDAL format output from utils.get_colormap to be used in array_to_image (#29)
add GDAL compatible Image creation profile (#29)
add max threads number settings via "MAX_THREADS" environment variable (#71)

Breaking Changes:

update metadata structure returned by landsat8.metadata, sentinel2.metadata, cbers.metadata
force sentinel, landsat and cbers band names to be string and add validation (#65)
moved landsat utility functions from rio_tiler.utils to rio_tiler.landsat8
- rio_tiler.utils.landsat_get_mtl -> rio_tiler.landsat8._landsat_get_mtl
- rio_tiler.utils.landsat_parse_scene_id -> rio_tiler.landsat8._landsat_parse_scene_id
- rio_tiler.utils.landsat_get_stats -> rio_tiler.landsat8._landsat_stats
moved cbers utility functions from rio_tiler.utils to rio_tiler.cbers
- rio_tiler.utils.cbers_parse_scene_id -> rio_tiler.cbers._cbers_parse_scene_id
moved sentinel-2 utility functions from rio_tiler.utils to rio_tiler.sentinel2
- rio_tiler.utils.sentinel_parse_scene_id -> rio_tiler.sentinel2._sentinel_parse_scene_id
removed deprecated PIL support as well as base64 encoding function in rio_tiler.utils
- rio_tiler.utils.img_to_buffer
- rio_tiler.utils.array_to_img
- rio_tiler.utils.b64_encode_img
removed deprecated min_max* functions (landsat_min_max_worker and band_min_max_worker)

1.0rc2 (2018-08-22)

add test case for pix4d nodata+alpha band data

1.0rc1 (2018-07-16)

rasterio 1.0.0

1.0b3 (2018-07-02)

add schwarzwald color palette

1.0b2 (2018-06-26)

fix nodata (#48)

1.0b1 (2018-06-23)

adapt to rasterio 1.0b4
fix mask (internal/external) fetching 🙏
fix boundless read with new rasterio 1.0b2
fix custom nodata handling
fix performances issue

Breaking Changes:

removed alpha band options to select a custom alpha band number

1.0a8 (2018-06-20)

Fix rasterio version to 1.0b1 (#46 and #44)

1.0a7 (2018-05-14)

Support for additional CBERS instruments (fredliporace)

1.0a6 (2018-03-29)

Fixes sentinel-2 band 8A regex bug in rio_tiler.utils.expression

1.0a5 (2018-03-26)

adds DatasetReader input option for utils.tile_read (do not close the dataset on each read)

Breaking Changes:

utils.tile_band_worker renamed to utils.tile_read
main.tile rgb option renamed indexes
sentinel2.tile, landsat8.tile, cbers.tile rgb option renamed bands
main.tile default nodata mask is handled by rasterio

1.0a4 (2018-03-07)

adds utils.b64_encode_img function to encode an image object into a base64 string
add tiles profiles (jpeg, png, webp) based on https://github.com/mapnik/mapnik/wiki/Image-IO#default-output-details

Breaking Changes:

Refactor rio_tiler.utils.array_to_img to return PIL image object

1.0a3 (2018-02-05)

only using read_masks for mask creation when it's needed.

1.0a2 (2018-02-05)

add "expression" utility function
better nodata/mask/alpha band definition and support

Breaking Changes:

tile functions now return an associated mask (Landsat, Sentinel, CBERS, main)
remove nodata support in utils.image_to_array function
add mask support in utils.image_to_array function
utils.tile_band_worker will always return a (Band, Width, Height) array (e.g 1x256x256 or 3x256x256)

1.0a1 (2018-01-04)

remove aws.py sub-module (replaced by main.py)
no default bands value for main.py tiles.

1.0a.0 (2018-01-03)

add colormap option in utils.array_to_img
add TIR (brightness temps) support
add CBERS support
add global file support
add elevation encoding for mapzen
removing internal caching
update to rasterio 1.0a12

Breaking Changes:

remove data value rescaling in landsat8.tile and sentinel2.tile
fix wrong lat/grid_square value in utils.sentinel_parse_scene_id
rename utils.sentinel_min_max_worker to utils.band_min_max_worker

0.0.3 (2017-11-14)

Fix Sentinel-2 bad AWS url

0.0.2 (2017-10-17)

Fix python 2/3 compatibilities in rio_tiler.utils.landsat_get_mtl

0.0.1 (2017-10-05)

Initial release. Requires Rasterio >= 1.0a10.

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